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docs/pages/pmd/devdocs/adding_metrics_support_to_language.md
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--- | ||
title: Adding support for metrics to a language | ||
short_title: Implement a metrics framework | ||
tags: [customizing] | ||
summary: "PMD's Java module has an extensive framework for the calculation of metrics, which allows rule developers | ||
to implement and use new code metrics very simply. Most of the functionality of this framework is abstracted in such | ||
a way that any PMD supported language can implement such a framework without too much trouble. Here's how." | ||
last_updated: August 2017 | ||
sidebar: pmd_sidebar | ||
permalink: pmd_devdocs_adding_metrics_support_to_language.html | ||
folder: pmd/devdocs | ||
--- | ||
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{% include warning.html content="WIP, unstable API" %} | ||
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## Internal architecture of the metrics framework | ||
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### Overview of the Java framework | ||
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The framework has several subsystems, the two most easily identifiable being: | ||
* A **project memoizer** (`ProjectMemoizer`). When a metric is computed, it's stored back in this structure and can be | ||
reused later. This | ||
reduces the overhead on the calculation of e.g. aggregate results (`ResultOption` calculations). The contents of | ||
this data structure are indexed with fully qualified names (`JavaQualifiedName`), which must identify unambiguously | ||
classes and methods. | ||
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* The **façade**. The static end-user façade (`JavaMetrics`) is backed by an instance of a `JavaMetricsFaçade`. This | ||
allows us to abstract the functionality of the façade into `pmd-core` for other frameworks to use. The façade | ||
instance contains a project memoizer for the analysed project, and a metrics computer | ||
(`JavaMetricsComputer`). It's this last object which really computes the metric and stores back its result in the | ||
project mirror, while the façade only handles parameters. | ||
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Metrics (`Metric<N>`) plug in to this static system and only provide behaviour that's executed by the metrics computer. | ||
Internally, metric keys (`MetricKey<N>`) are parameterized with their version (`MetricVersion`) to index memoisation | ||
maps (see `ParameterizedMetricKey<N>`). This allows us to memoise several versions of the same metric without conflict. | ||
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{% include important.html content="The following will be moved when multifile analysis and metrics are separated" %} | ||
<!-- We should probably create a dedicated page about the architecture of multifile analysis/ signature matching and how | ||
to implement that --> | ||
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At the very least, a metrics framework has those two components and is just a convenient way to compute and memoize | ||
metrics on a single file. Yet, one of the goals of the metrics framework is to allow for **multi-file analysis**, which | ||
make it possible, for instance, to compute the coupling between two classes. This feature uses two major | ||
components: | ||
* A **project mirror**. This data structure that stores info about all classes and operations (and other relevant | ||
entities, such as fields, packages, etc.) of the analysed project. This is implemented by `PackageStats` in the Java | ||
framework. The role of this structure is to make info about other files available to rules. It's filled by a visitor before rules apply. | ||
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The information stored in this data structure that's accessible to metrics is mainly comprised of method and field | ||
signatures (e.g. `JavaOperationSignature`), which describes concisely the characteristics of the method or field | ||
(roughly, its modifiers). | ||
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* Some kind of method and field **usage resolution**, i.e. some way to find the fully qualified name of a method from a | ||
method call expression node. This is the trickiest part to implement. In Java it depends on type resolution. | ||
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### Abstraction layer | ||
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As you may have seen, most of the functionality of the first two components are abstracted into `pmd-core`. This | ||
allows us to implement new metrics frameworks quite quickly. These abstract components are parameterized by the | ||
node types of the class and operation AST nodes. Moreover, it makes the external behaviour of the framework is very | ||
stable across languages, yet each component can easily be customized by adding methods or overriding existing ones. | ||
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The signature matching aspect is framed by generic interfaces, but it can't really be abstracted more | ||
than that. For instance, the project mirror is very language specific. Java's implementation uses the natural structure | ||
provided by the language's package system to structure the project's content. Apex, on the other, has no package | ||
system and thus can't use the same mechanism. That explains why the interfaces framing the project mirror are very | ||
loose. Their main goal is to provide type safety through generics. | ||
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Moreover, usage resolution depends on the availability of type resolution for the given language, which is only implemented in | ||
Java. For these reasons, signature matching is considered an optional feature of the metrics framework. But despite | ||
this limitation, signature matching still provides a elegant way to find information about the class we're in. This | ||
feature requires no usage resolution and can be used to implement sophisticated metrics, that already give access to | ||
detection strategies. | ||
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## Implementation of a new framework | ||
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### 1. Groundwork | ||
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* Create a class implementing `QualifiedName`. This implementation must be tailored to the target language so | ||
that it can indentify unambiguously any class and operation in the analysed project. You | ||
must implement `equals`, `hashCode` and `toString`. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/ast/JavaQualifiedName.java) | ||
* Determine the AST nodes that correspond to class and method declaration in your language. These types are | ||
referred hereafter as `T` and `O`, respectively. Both these types must implement the interface `QualifiableNode`, | ||
which means they must expose a `getQualifiedName` method to give access to their qualified name. | ||
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### 2. Implement and wire the project memoizer | ||
* Create a class extending `BasicProjectMemoizer<T, O>`. There's no abstract functionality to implement. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/JavaProjectMemoizer.java) | ||
* Create an AST visitor that fills the project memoizer with memoizers. For that, you use `BasicProjectMemoizer`'s | ||
`addClassMemoizer` and `addOperationMemoizer` methods with a qualified name. | ||
[Example](https://github.com/pmd/pmd/blob/master/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/JavaMetricsVisitor.java) | ||
* Create a façade class for your visitor. This class extends a `*ParserVisitorAdapter` class and only overrides the | ||
`initializeWith(Node)` method. It's supposed to make your real visitor accept the node in parameter. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/JavaMetricsVisitorFacade.java) | ||
* Override the `getMetricsVisitorFacade()` method in your language's handler (e.g. `ApexHandler`). This method gives | ||
back a `VisitorStarter` which initializes your façade with a `Node`. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/AbstractJavaHandler.java#L100-L108) | ||
* Your project memoizer should now get filled when the `metrics` attribute is set to `true` in the rule XML. | ||
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### 3. Implement the façade | ||
* Create a class extending `AbstractMetricsComputer<T, O>`. This object will be responsible for calculating metrics | ||
given a memoizer, a node and info about the metric. Typically, this object is stateless so you might as well make it | ||
a singleton. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/JavaMetricsComputer.java) | ||
* Create a class extending `AbstractMetricsFacade<T, O>`. This class needs a reference to your `ProjectMemoizer` and | ||
your `MetricsComputer`. It backs the real end user façade, and handles user provided parameters before delegating to | ||
your `MetricsComputer`. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/JavaMetricsFacade.java) | ||
* Create the static façade of your framework. This one has an instance of your `MetricsFaçade` object and delegates | ||
static methods to that instance. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/JavaMetrics.java) | ||
* Create classes `AbstractOperationMetric` and `AbstractClassMetric`. These must implement `Metric<T>` and | ||
`Metric<O>`, respectively. They typically provide defaults for the `supports` method of each metric. | ||
[Example](https://github.com/pmd/pmd/blob/52d78d2fa97913cf73814d0307a1c1ae6125a437/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/impl/AbstractJavaOperationMetric.java) | ||
* Create enums `ClassMetricKey` and `OperationMetricKey`. These must implement `MetricKey<T>` and `MetricKey<O>`. The | ||
enums list all available metric keys for your language. | ||
[Example](https://github.com/pmd/pmd/blob/master/pmd-java/src/main/java/net/sourceforge/pmd/lang/java/metrics/api/JavaOperationMetricKey.java) | ||
* Create metrics by extending your base classes, reference them in your enums, and you can start using them with your | ||
façade! | ||
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{% include important.html content="The following section will be moved when multifile analysis and metrics are separated" %} | ||
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### Optional: Signature matching | ||
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You can match the signature of anything: method, field, class, package... It depends on what's useful for you. | ||
Suppose you want to be able to match signatures for nodes of type `N`. What you have to do then is the following: | ||
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* Create a class implementing the interface `Signature<N>`. Signatures describe basic information about the node, | ||
which typically includes most of the modifiers they declare (eg visibility, abstract or virtual, etc.). | ||
It's up to you to define the right level of detail, depending on the accuracy of the pattern matching required. | ||
* Make type `N` implement `SignedNode<N>`. This makes the node capable of giving its signature. Factory methods to | ||
build a `Signature<N>` from a `N` are a good idea. | ||
* Create signature masks. A mask is an object that matches some signatures based on their features. For example, with | ||
the Java framework, you can build a `JavaOperationSigMask` that matches all method signatures with visibility | ||
`public`. A sigmask implements `SigMask<S>`, where `S` is the type of signature your mask handles. | ||
* Typically, the project mirror stores the signatures, so you have to implement it in a way that makes it possible to | ||
associate a signature with the qualified name of its node. | ||
* If you want to implement signature matching, create an `AbstractMetric` class, which gives access to a | ||
`SignatureMatcher` to your metrics. Typically, your implementation of `ProjectMirror` implements a | ||
custom `SignatureMatcher` interface, and your façade can give back its instance of the project mirror. | ||
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pmd-apex/src/main/java/net/sourceforge/pmd/lang/apex/ast/ASTUserClassOrInterface.java
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/** | ||
* BSD-style license; for more info see http://pmd.sourceforge.net/license.html | ||
*/ | ||
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package net.sourceforge.pmd.lang.apex.ast; | ||
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import apex.jorje.semantic.ast.AstNode; | ||
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/** | ||
* @author Clément Fournier | ||
*/ | ||
public interface ASTUserClassOrInterface<T extends AstNode> extends ApexQualifiableNode, ApexNode<T> { | ||
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/** | ||
* Finds the type kind of this declaration. | ||
* | ||
* @return The type kind of this declaration. | ||
*/ | ||
TypeKind getTypeKind(); | ||
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/** | ||
* The kind of type this node declares. | ||
*/ | ||
enum TypeKind { | ||
CLASS, INTERFACE | ||
} | ||
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} |
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...apex/src/main/java/net/sourceforge/pmd/lang/apex/ast/ApexParserVisitorReducedAdapter.java
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/** | ||
* BSD-style license; for more info see http://pmd.sourceforge.net/license.html | ||
*/ | ||
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package net.sourceforge.pmd.lang.apex.ast; | ||
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/** | ||
* @author Clément Fournier | ||
*/ | ||
public class ApexParserVisitorReducedAdapter extends ApexParserVisitorAdapter { | ||
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@Override | ||
public final Object visit(ASTUserInterface node, Object data) { | ||
return visit((ASTUserClassOrInterface<?>) node, data); | ||
} | ||
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@Override | ||
public final Object visit(ASTUserClass node, Object data) { | ||
return visit((ASTUserClassOrInterface<?>) node, data); | ||
} | ||
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public Object visit(ASTUserClassOrInterface<?> node, Object data) { | ||
return visit((ApexNode<?>) node, data); | ||
} | ||
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} |
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pmd-apex/src/main/java/net/sourceforge/pmd/lang/apex/ast/ApexQualifiableNode.java
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/** | ||
* BSD-style license; for more info see http://pmd.sourceforge.net/license.html | ||
*/ | ||
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package net.sourceforge.pmd.lang.apex.ast; | ||
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import net.sourceforge.pmd.lang.ast.QualifiableNode; | ||
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/** | ||
* @author Clément Fournier | ||
*/ | ||
public interface ApexQualifiableNode extends QualifiableNode { | ||
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@Override | ||
ApexQualifiedName getQualifiedName(); | ||
} |
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